The Art of YOLOv8 Algorithm in Cancer Diagnosis using Medical Imaging

N Palanivel, S Deivanai… - … Conference on System …, 2023 - ieeexplore.ieee.org
Cancer continues to be a global health challenge, demanding innovative solutions to
improve early detection and treatment outcomes. This research project harnesses the power …

[PDF][PDF] Advancements in AI for Oncology: Developing an Enhanced YOLOv5-based Cancer Cell Detection System

X Chen, Y Hu, T Xu, H Yang… - International Journal of …, 2024 - ijircst.irpublications.org
As artificial intelligence (AI) theory becomes more sophisticated and its utilization spreads
across daily life, education, and professional settings, the adoption of AI for medical …

[PDF][PDF] Review of Application YOLOv8 in Medical Imaging

A Widayani, AM Putra, AR Maghriebi, DZC Adi… - Physics … - e-journal.unair.ac.id
Deep learning has revolutionized medical imaging analysis, with YOLOv8 emerging as a
promising tool for various tasks like lesion detection, organ segmentation and disease …

Enhanced Lung Tumor Detection via Deep Learning Techniques in CT Imaging

SR Bose, VK Kishore, KR Abishek… - … Conference on Bio …, 2024 - ieeexplore.ieee.org
Lung cancer is one of the most common causes of cancer-related death worldwide. Early
detection is essential for better patient outcomes. Both the YOLOv8 algorithm and …

Efficient Skin Cancer Diagnosis and Classification via High-Speed Deep Learning Architecture

SR Bose, MI Suhail, SR Shabnam… - … Conference on Bio …, 2024 - ieeexplore.ieee.org
Skin cancer is still a major worldwide health issue, which highlights the necessity for quick
and accurate detection methods. This research introduces a robust skin cancer classification …

Leveraging object detection for the identification of lung cancer

KP Gunasekaran - arXiv preprint arXiv:2305.15813, 2023 - arxiv.org
Lung cancer poses a significant global public health challenge, emphasizing the importance
of early detection for improved patient outcomes. Recent advancements in deep learning …

Leveraging object detection for the identification of lung cancer

K Prasad Gunasekaran - arXiv e-prints, 2023 - ui.adsabs.harvard.edu
Lung cancer poses a significant global public health challenge, emphasizing the importance
of early detection for improved patient outcomes. Recent advancements in deep learning …

Brain Tumor Detection Using YOLOv5 and Faster R-CNN

A Kesana, J Nallola, RT Bootapally… - … on Vision Towards …, 2023 - ieeexplore.ieee.org
Brain tumors are viewed as quite possibly the most hazardous problem in the world. Brain
tumors spread quickly, and if they are not treated promptly, the patient's chances of survival …

YOLOv8: A Novel Object Detection Algorithm with Enhanced Performance and Robustness

R Varghese, M Sambath - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
In recent years, the You Only Look Once (YOLO) series of object detection algorithms have
garnered significant attention for their speed and accuracy in real-time applications. This …

Performance analysis of the YOLO series for object detection: Detection of mitosis cells in histopathology images

Y Topuz, S Yıldız, S Varlı - 2023 Medical Technologies …, 2023 - ieeexplore.ieee.org
Since mitosis cells are one of the most important prognostic indicators used to measure the
aggressiveness of cancer, regardless of the type of tissue in which the cancer occurs, it is …